A new zero-dependency deployment wrapper named F-0310 enables fully local, offline inference for Coqui XTTS-v2 and Qwen 2.5 on Windows without requiring cloud APIs.

The setup integrates Qwen 2.5 to run local safety guardrails before passing prompts to the speech synthesis engine. It utilizes Coqui XTTS-v2 for high-fidelity zero-shot voice cloning and includes automated .bat scripts for environment setup. The tool dynamically detects hardware to switch execution backends between NVIDIA CUDA, AMD DirectML, Intel Iris/Arc, or CPU fallback.

This solution allows users to run complex multimodal pipelines locally on Windows with automatic hardware adaptation.